ajayjohn/learn
skills/learn/SKILL.md
Capture durable memory, wisdom, and reviewable preference or workflow patterns
$ install --global
skillsauthnpx skillsauth add ajayjohn/tars-work-assistant learnInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: May 27, 2026, 4:55 AM149.3s5 files scanned
SKILL.md
- name:
- learn
- description:
- Capture durable memory, wisdom, and reviewable preference or workflow patterns
- triggers:
- ["remember that", "save to memory", "learn from this", "extract wisdom", "this changed", "note that"]
- user-invocable:
- true
- purpose:
- |-
- scope:
- memory,wisdom,learning,patterns
Learn
Use Learn when the user provides a durable fact, correction, preference, decision, relationship, or learning source. Treat short context crumbs as valid input. Busy users should not need a full transcript to make TARS smarter.
Modes
| Mode | Use when | |---|---| | Memory | Durable fact, correction, preference, relationship, decision | | Wisdom | Article, podcast, book, video, reference content | | Patterns | Review telemetry-derived user-model and workflow proposals |
Required behavior
- Check existing workspace knowledge before proposing persistence.
- Apply durability criteria to memory candidates.
- Show
NEW,UPDATE,REDUNDANT, orCONTRADICTS. - Persist only after explicit review.
- Negative or sensitive person content must be flagged or rephrased.
References
references/memory.mdreferences/wisdom.mdreferences/patterns.mdreferences/legacy-full-protocol.md
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